GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_SampledShapleyAttribution (google_api_machine_learning v0.27.0) View Source

An attribution method that approximates Shapley values for features that contribute to the label being predicted. A sampling strategy is used to approximate the value rather than considering all subsets of features.

Attributes

  • numPaths (type: integer(), default: nil) - The number of feature permutations to consider when approximating the Shapley values.

Link to this section Summary

Functions

Unwrap a decoded JSON object into its complex fields.

Link to this section Types

Specs

t() ::
  %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_SampledShapleyAttribution{
    numPaths: integer() | nil
  }

Link to this section Functions

Specs

decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.